Suzhou Electric Appliance Research Institute
期刊号: CN32-1800/TM| ISSN1007-3175

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考虑环保性与自治性的主动配电网能量优化管理

来源:电工电气发布时间:2019-06-13 13:13 浏览次数:643
考虑环保性与自治性的主动配电网能量优化管理
 
宋学伟1,刘天羽1,刘玉瑶2
(1 上海电机学院 电气学院,上海 201306;2 国网山东省电力公司东营市垦利区供电公司,山东 东营 257000)
 
    摘 要:在满足约束条件的基础上,提出了基于经济性、环保性、自治性的主动配电网能量优化管理模型,并针对烟花算法(FWA)存在的计算速度慢、精度低等问题,提出改进策略,应用改进烟花(SHFWA)算法来计算主动配电网的能量优化管理问题。算例结果表明,SHFWA算法解决了FWA算法求解精度低、收敛速度慢的问题,实现了主动配电网的优化运行。
    关键词:主动配电网;经济性;环保性;自治性;改进烟花算法
    中图分类号:TM73     文献标识码:A     文章编号:1007-3175(2019)06-0058-05
 
Energy-Optimized Management of Active Distribution Network Considering Environmental Protection and Autonomy
 
SONG Xue-wei1, LIU Tian-yu1, LIU Yu-yao2
(1 School of Electrical Engineering, Shanghai Dianji University, Shanghai 201306, China;
2 State Grid Shandong Electric Power Conpany Dongying Kenli District Power Supply Company, Dongying 257000, China)
 
    Abstract: On the basis of satisfying the constraints, this paper proposed an energy optimization management model based on economy, considering environmental protection and autonomy. Aiming at the problems such as slow speed calculation and low precision existing in fireworks algorithm (FWA), this paper proposed the improved strategy. The improved algorithm was applied to solve the optimal management problem of active distribution network. The results of the example show that the improved algorithm solves the problem of low precision and slow convergence of the fireworks algorithm, and realizes the optimal operation of the active distribution network.
    Key words: active distribution network; economy; environmental protection; autonomy; improved fireworks algorithm
 
参考文献
[1] 丁明,石雪梅. 新能源接入对主动配电网的影响[J]. 电力建设,2015,36(1):76-84.
[2] 刘广一,张凯,舒彬. 主动配电网的6 个主动与技术实现[J]. 电力建设,2015,36(1):33-37.
[3] 张明锐,陈洁,杜志超,等. 考虑交互功率控制的微网经济运行[J]. 中国电机工程学报,2014,34(7):1013-1023.
[4] LI Jinghua, WANG Sai, YE Liu, et al. A coordinated dispatch method with pumpedstorage and battery-storage for compensating the variation of wind power[J].Protection and Control of Modern Power Systems,2018,3(3):21-34.
[5] 蒲天骄,刘克文,李烨,等. 基于多代理系统的主动配电网自治协同控制及其仿真[J]. 中国电机工程学报,2015,35(8):1864-1874.
[6] 韩笑,周明,李庚银. 计及储能和空调负荷的主动配电网多目标优化调度[J]. 电力系统保护与控制,2018,46(7):14-23.
[7] 徐嘉斌,张鑫,张玉振,等. 基于改进烟花算法的矿用配电网重构[J]. 工矿自动化,2018,44(9):32-36.
[8] 陈如清,李嘉春,尚涛,等. 改进烟花算法和概率神经网络智能诊断齿轮箱故障[J]. 农业工程学报,2018,34(17):192-198.
[9] 曾德良,邓志光,陈彦桥. 改进烟花算法在火电厂负荷优化分配中的应用[J]. 应用科学学报,2018,36(3):542-552.
[10] TOMA L,TRISTIU I,BULAC C,et al.Optimal generation scheduling strategy in a microgrid[C]//IEEE Transportation Electrification Conference and Expo, Asia-Pacific,2016:491-496.
[11] 黄晨,张靠社. 基于量子粒子群算法的微电网优化调度[J]. 电网与清洁能源,2016,32(2):72-76.
[12] 赵磊,曾芬钰,王霜,等. 基于经济性与环保性的微电网多目标优化调度研究[J]. 高压电器,2015,51(6):127-132.